{"id":"W1506724813","doi":"10.1007/978-3-540-24685-5_73","title":"Towards a Grid-Aware Computer Algebra System","year":2004,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Grid; Maple; Symbolic computation; Grid computing; Software; Connection (principal bundle); Computational science; Theoretical computer science; Programming language; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.001462984,0.001231062,0.001355025,0.00115303,0.0005388079,0.001707944,0.007511691,0.0007338669,0.00002334615],"category_scores_gemma":[0.00003157124,0.001129165,0.0004244081,0.001222121,0.0006746346,0.0007368447,0.002890009,0.001395285,0.0003244215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147447,"about_ca_system_score_gemma":0.002007194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000145247,"about_ca_topic_score_gemma":0.00003250637,"domain_scores_codex":[0.9920583,0.0001023078,0.001262022,0.003005834,0.002078801,0.001492715],"domain_scores_gemma":[0.995152,0.0003327035,0.0006855987,0.0027893,0.0005465763,0.0004938276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001153461,0.00008566236,0.00004587549,0.0006090889,0.00007844135,0.001124136,0.001466974,0.3078214,0.00001364093,0.253743,0.0003929129,0.4346074],"study_design_scores_gemma":[0.0009628164,0.0004507578,0.0001642735,0.00394749,0.00002584899,0.0008730288,5.995379e-7,0.9284201,0.000174898,0.05702924,0.00583885,0.002112102],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00004929764,0.0004866765,0.9802237,0.0006151419,0.0103083,0.0007676233,0.00004372137,0.001092703,0.006412899],"genre_scores_gemma":[0.6594548,0.00002147712,0.3339396,0.001551256,0.004493823,0.00002662578,0.00006690773,0.0001250879,0.0003203954],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6594055,"threshold_uncertainty_score":0.9993284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495121624099022,"score_gpt":0.2314991674530257,"score_spread":0.2165479512120355,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}